Computational Design and Discovery of Novel Materials II
FOCUS · F47 · ID: 46277
Presentations
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Quantifying uncertainty in DFT energy corrections
ORAL
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Publication: Wang, A., Kingsbury, R., McDermott, M. et al. A framework for quantifying uncertainty in DFT energy corrections. Sci Rep 11, 15496 (2021)
Presenters
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Amanda X Wang
- University of Michigan
Authors
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Amanda X Wang
- University of Michigan
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Ryan Kingsbury
- University of California, Berkeley
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Matthew McDermott
- University of California, Berkeley
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Matthew Horton
- Lawrence Berkeley National Laboratory
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Anubhav Jain
- Lawrence Berkeley National Laboratory
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Shyue Ping Ong
- University of California, San Diego
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Shyam Dwaraknath
- Lawrence Berkeley National Laboratory
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Kristin Persson
- Lawrence Berkeley National Laboratory
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Generalized Gibbs' Phase Rule
ORAL
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Publication: Wenhao Sun, Matt Powell-Palm, 'Generalized Gibbs Phase Rule' Arxiv: 2105.01337 (2021)
Presenters
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Wenhao Sun
- University of Michigan
Authors
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Wenhao Sun
- University of Michigan
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Extracting effective spin-orbit coupling from first principles calculations via the Wannier representation
ORAL
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Publication: [1] J. Li, Q. Yao, L. Wu, Z. Hu, B. Gao, X. Wan, Q. Liu, "Designing light-element materials with large effective spin-orbit coupling," https://arxiv.org/abs/2107.06691
Presenters
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Jiwoong Kim
- Rutgers University
Authors
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Jiwoong Kim
- Rutgers University
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David Vanderbilt
- Rutgers University
- Rutgers University, New Brunswick
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Phonon anharmonicity via harmonic ensemble lattice dynamics (HELD)
ORAL
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Presenters
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Jorge A Munoz
- University of Texas at El Paso
Authors
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Jorge A Munoz
- University of Texas at El Paso
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Ab initio structure prediction accelerated with machine learning interatomic potentials
ORAL · Invited
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Publication: S. Hajinazar, A. Thorn, E.D. Sandoval, S. Kharabadze, A.N. Kolmogorov, "MAISE: Construction of neural network interatomic models and evolutionary structure optimization", Comput. Phys. Commun. 259, 107679 (2020).
Presenters
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Aleksey Kolmogorov
- Binghamton University
- Binghamton U.
Authors
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Aleksey Kolmogorov
- Binghamton University
- Binghamton U.
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Useful Machine-Learned Interatomic Potentials
ORAL
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Presenters
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Gus L Hart
- Brigham Young University
Authors
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Gus L Hart
- Brigham Young University
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Development of neural network interatomic potentials for accelerated prediction of stable compounds
ORAL
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Publication: S. Hajinazar, A. Thorn, E.D. Sandoval, S. Kharabadze, A.N. Kolmogorov
MAISE: Construction of neural network interatomic models and evolutionary structure optimization
Comput. Phys. Commun. 259, 107679 (2020)Presenters
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Saba Kharabadze
- Binghamton University
Authors
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Saba Kharabadze
- Binghamton University
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Aidan Thorn
- Binghamton University
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Ernesto D Sandoval
- Binghamton University
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Samad Hajinazar
- Binghamton University
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Aleksey Kolmogorov
- Binghamton University
- Binghamton U.
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First-principles modeling and machine learning of the Gibbs free energy of the Fe-C system in a magnetic field
ORAL
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Presenters
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Ming Li
- University of Florida
Authors
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Ming Li
- University of Florida
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Stephen R Xie
- Department of Materials Science and Engineering, University of Florida
- KBR Inc., Intelligent Systems Division, NASA Ames Research Center
- University of Florida
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Ajinkya C Hire
- Department of Materials Science and Engineering, University of Florida
- University of Florida
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Richard G. G Hennig
- University of Florida
- Department of Materials Science and Engineering, University of Florida
- Department of Materials Science and Engineering, University of Florida, Gainesville, Florida 32611, United States
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Luke Wirth
- University of Illinois at Urbana-Champaign
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Dallas Trinkle
- University of Illinois at Urbana-Champaign
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ColabFit: Collaborative Development of Data-Driven Interatomic Potentials
ORAL
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Presenters
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Joshua Vita
- University of Illinois Urbana-Champaign
Authors
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Joshua Vita
- University of Illinois Urbana-Champaign
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Pressure-dependent layer-by-layer oxidation of ZrS<sub>2</sub>(001) surface
ORAL
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Presenters
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Liqiu Yang
- University of Southern California
Authors
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Liqiu Yang
- University of Southern California
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Subodh C Tiwari
- Univ of Southern California
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Seong S Jo
- Massachusetts Institute of Technology
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Sungwook Hong
- California State University, Bakersfield
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Ankit Mishra
- Univ of Southern California
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Aravind Krishnamoorthy
- Univ of Southern California
- University of Southern California
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Rajiv K Kalia
- Univ of Southern California
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Aiichiro Nakano
- Univ of Southern California
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Rafael Jaramillo
- Massachusetts Institute of Technology MIT
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Priya Vashishta
- Univ of Southern California
- University of Southern California
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Three-body tight-binding for the periodic table
ORAL
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Presenters
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Kevin F Garrity
- National Institute of Standards and Technology
- National Institute of Standards and Tech
- NIST
Authors
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Kevin F Garrity
- National Institute of Standards and Technology
- National Institute of Standards and Tech
- NIST
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Kamal Choudhary
- National Institute of Standards and Tech
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